/tmp/ipykernel_26197/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
RDF/XML Syntax 178 RDF/XML 3 OWL/XML Syntax 2 unknown 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 183 | 151070.809783 | 808974.985026 | 0.0 | 1487.50 | 7125.5 | 29861.75 | 9974927.0 |
| Declaration | 183 | 28575.521739 | 188181.418258 | 0.0 | 443.00 | 1211.0 | 5063.00 | 2438882.0 |
| SubClassOf | 178 | 38188.929348 | 214129.502237 | 0.0 | 347.25 | 1455.0 | 6722.00 | 2438853.0 |
| EquivalentClasses | 127 | 2659.570652 | 13606.037016 | 0.0 | 0.00 | 24.5 | 197.00 | 126605.0 |
| SubAnnotationPropertyOf | 116 | 9.092391 | 20.341273 | 0.0 | 0.00 | 2.0 | 7.00 | 162.0 |
| TransitiveObjectProperty | 115 | 6.217391 | 11.076807 | 0.0 | 0.00 | 2.0 | 6.00 | 69.0 |
| SubObjectPropertyOf | 102 | 41.722826 | 97.041562 | 0.0 | 0.00 | 2.0 | 38.50 | 674.0 |
| DisjointClasses | 94 | 30.331522 | 101.085117 | 0.0 | 0.00 | 1.0 | 21.00 | 848.0 |
| ObjectPropertyRange | 84 | 14.510870 | 26.738358 | 0.0 | 0.00 | 0.0 | 19.00 | 142.0 |
| ObjectPropertyDomain | 84 | 14.760870 | 27.555159 | 0.0 | 0.00 | 0.0 | 18.25 | 148.0 |
| InverseObjectProperties | 81 | 9.195652 | 17.857811 | 0.0 | 0.00 | 0.0 | 12.25 | 113.0 |
| SubPropertyChainOf | 65 | 9.516304 | 26.118682 | 0.0 | 0.00 | 0.0 | 2.00 | 149.0 |
| ClassAssertion | 63 | 79.804348 | 476.276754 | 0.0 | 0.00 | 0.0 | 18.00 | 5528.0 |
| FunctionalObjectProperty | 48 | 0.809783 | 1.699152 | 0.0 | 0.00 | 0.0 | 1.00 | 9.0 |
| SymmetricObjectProperty | 47 | 1.630435 | 8.495215 | 0.0 | 0.00 | 0.0 | 1.00 | 81.0 |
| DataPropertyRange | 44 | 1.108696 | 3.134356 | 0.0 | 0.00 | 0.0 | 0.00 | 30.0 |
| DataPropertyDomain | 39 | 1.048913 | 3.148909 | 0.0 | 0.00 | 0.0 | 0.00 | 32.0 |
| IrrefexiveObjectProperty | 36 | 0.581522 | 2.296085 | 0.0 | 0.00 | 0.0 | 0.00 | 26.0 |
| DifferentIndividuals | 34 | 0.809783 | 6.069877 | 0.0 | 0.00 | 0.0 | 0.00 | 82.0 |
| AnnotationPropertyRangeOf | 34 | 1.423913 | 10.558433 | 0.0 | 0.00 | 0.0 | 0.00 | 139.0 |
| SubDataPropertyOf | 30 | 0.847826 | 3.583309 | 0.0 | 0.00 | 0.0 | 0.00 | 33.0 |
| EquivalentObjectProperties | 29 | 1.429348 | 5.481754 | 0.0 | 0.00 | 0.0 | 0.00 | 36.0 |
| FunctionalDataProperty | 25 | 0.489130 | 1.525697 | 0.0 | 0.00 | 0.0 | 0.00 | 11.0 |
| AsymmetricObjectProperty | 21 | 0.510870 | 2.508977 | 0.0 | 0.00 | 0.0 | 0.00 | 26.0 |
| InverseFunctionalObjectProperty | 21 | 0.168478 | 0.552081 | 0.0 | 0.00 | 0.0 | 0.00 | 4.0 |
| Rule | 20 | 1.690217 | 5.739967 | 0.0 | 0.00 | 0.0 | 0.00 | 29.0 |
| DisjointObjectProperties | 15 | 0.233696 | 1.142691 | 0.0 | 0.00 | 0.0 | 0.00 | 10.0 |
| ObjectPropertyAssertion | 14 | 12.456522 | 101.683847 | 0.0 | 0.00 | 0.0 | 0.00 | 1024.0 |
| ReflexiveObjectProperty | 11 | 0.103261 | 0.484954 | 0.0 | 0.00 | 0.0 | 0.00 | 4.0 |
| AnnotationPropertyDomain | 10 | 0.266304 | 1.616092 | 0.0 | 0.00 | 0.0 | 0.00 | 17.0 |
| DisjointUnion | 7 | 0.086957 | 0.556181 | 0.0 | 0.00 | 0.0 | 0.00 | 5.0 |
| DataPropertyAssertion | 5 | 0.179348 | 1.601027 | 0.0 | 0.00 | 0.0 | 0.00 | 20.0 |
| DatatypeDefinition | 2 | 0.108696 | 1.402235 | 0.0 | 0.00 | 0.0 | 0.00 | 19.0 |
| SameIndividual | 1 | 0.005435 | 0.073721 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 182 | 116987.103261 | 630718.545723 | 0.0 | 1374.50 | 5452.5 | 20291.00 | 7316561.0 |
| ObjectSomeValuesFrom | 162 | 17033.750000 | 87119.133988 | 0.0 | 31.75 | 443.5 | 2822.25 | 853209.0 |
| ObjectIntersectionOf | 122 | 4122.945652 | 20240.232856 | 0.0 | 0.00 | 31.0 | 379.50 | 203016.0 |
| ObjectUnionOf | 87 | 26.945652 | 88.961509 | 0.0 | 0.00 | 0.0 | 15.25 | 767.0 |
| ObjectAllValuesFrom | 72 | 28.423913 | 147.340929 | 0.0 | 0.00 | 0.0 | 7.50 | 1764.0 |
| ObjectComplementOf | 62 | 14.255435 | 86.592728 | 0.0 | 0.00 | 0.0 | 2.00 | 1088.0 |
| ObjectMinCardinality | 61 | 2.391304 | 8.155533 | 0.0 | 0.00 | 0.0 | 1.00 | 57.0 |
| ObjectExactCardinality | 47 | 9.826087 | 88.509776 | 0.0 | 0.00 | 0.0 | 1.00 | 1193.0 |
| ObjectOneOf | 45 | 3.679348 | 28.190810 | 0.0 | 0.00 | 0.0 | 0.00 | 273.0 |
| DataMinCardinality | 27 | 0.255435 | 0.697359 | 0.0 | 0.00 | 0.0 | 0.00 | 4.0 |
| DataSomeValuesFrom | 23 | 6.934783 | 64.280006 | 0.0 | 0.00 | 0.0 | 0.00 | 859.0 |
| DataExactCardinality | 23 | 0.548913 | 1.645593 | 0.0 | 0.00 | 0.0 | 0.00 | 7.0 |
| ObjectHasValue | 21 | 224.891304 | 1926.674189 | 0.0 | 0.00 | 0.0 | 0.00 | 21288.0 |
| ObjectMaxCardinality | 19 | 0.809783 | 4.486983 | 0.0 | 0.00 | 0.0 | 0.00 | 41.0 |
| DataHasValue | 18 | 119.722826 | 1569.219393 | 0.0 | 0.00 | 0.0 | 0.00 | 21288.0 |
| ObjectHasSelf | 16 | 0.228261 | 0.959317 | 0.0 | 0.00 | 0.0 | 0.00 | 6.0 |
| DataAllValuesFrom | 3 | 0.103261 | 1.027060 | 0.0 | 0.00 | 0.0 | 0.00 | 13.0 |
| DataMaxCardinality | 2 | 0.010870 | 0.103972 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 120 | omo | 0.962 | 0.956 | 0.967 |
| 150 | ro | 0.797 | 0.844 | 0.750 |
| 8 | bfo | 0.783 | 0.778 | 0.788 |
| 132 | pato | 0.712 | 0.956 | 0.467 |
| 64 | go | 0.702 | 0.904 | 0.500 |
| 110 | obi | 0.683 | 0.949 | 0.418 |
| 20 | cl | 0.621 | 0.949 | 0.293 |
| 102 | ncbitaxon | 0.604 | 0.822 | 0.386 |
| 166 | uberon | 0.585 | 0.800 | 0.370 |
| 44 | envo | 0.560 | 0.942 | 0.179 |
| 144 | pr | 0.549 | 0.853 | 0.245 |
| 35 | doid | 0.539 | 0.949 | 0.130 |
| 14 | chebi | 0.530 | 0.631 | 0.429 |
| 94 | mondo | 0.499 | 0.949 | 0.049 |
| 69 | hp | 0.496 | 0.867 | 0.125 |
| 139 | plana | 0.494 | 0.978 | 0.011 |
| 174 | wbls | 0.494 | 0.978 | 0.011 |
| 175 | wbphenotype | 0.494 | 0.978 | 0.011 |
| 113 | ogms | 0.486 | 0.727 | 0.245 |
| 40 | eco | 0.477 | 0.949 | 0.005 |
| 36 | dpo | 0.474 | 0.949 | 0.000 |
| 128 | opl | 0.472 | 0.927 | 0.016 |
| 96 | mp | 0.469 | 0.889 | 0.049 |
| 163 | trans | 0.466 | 0.904 | 0.027 |
| 63 | gno | 0.466 | 0.927 | 0.005 |
| 160 | symp | 0.466 | 0.882 | 0.049 |
| 111 | obib | 0.466 | 0.904 | 0.027 |
| 122 | omrse | 0.465 | 0.838 | 0.092 |
| 42 | ecto | 0.464 | 0.911 | 0.016 |
| 108 | oba | 0.458 | 0.889 | 0.027 |
| 46 | eupath | 0.453 | 0.889 | 0.016 |
| 134 | pco | 0.451 | 0.793 | 0.109 |
| 52 | fbdv | 0.449 | 0.882 | 0.016 |
| 138 | phipo | 0.447 | 0.882 | 0.011 |
| 11 | caro | 0.445 | 0.667 | 0.223 |
| 26 | colao | 0.445 | 0.889 | 0.000 |
| 133 | pcl | 0.445 | 0.889 | 0.000 |
| 80 | lepao | 0.445 | 0.889 | 0.000 |
| 50 | fbbt | 0.442 | 0.867 | 0.016 |
| 181 | zfa | 0.442 | 0.867 | 0.016 |
| 51 | fbcv | 0.441 | 0.860 | 0.022 |
| 172 | vto | 0.441 | 0.882 | 0.000 |
| 99 | mro | 0.441 | 0.882 | 0.000 |
| 73 | iao | 0.438 | 0.876 | 0.000 |
| 32 | ddpheno | 0.436 | 0.867 | 0.005 |
| 17 | chmo | 0.435 | 0.816 | 0.054 |
| 173 | wbbt | 0.435 | 0.860 | 0.011 |
| 13 | cdno | 0.433 | 0.867 | 0.000 |
| 169 | vbo | 0.433 | 0.867 | 0.000 |
| 125 | ontoavida | 0.430 | 0.860 | 0.000 |
| 183 | zp | 0.427 | 0.844 | 0.011 |
| 2 | aism | 0.427 | 0.838 | 0.016 |
| 37 | dron | 0.426 | 0.771 | 0.082 |
| 41 | ecocore | 0.424 | 0.844 | 0.005 |
| 152 | rxno | 0.421 | 0.838 | 0.005 |
| 95 | mop | 0.419 | 0.816 | 0.022 |
| 25 | cob | 0.419 | 0.822 | 0.016 |
| 66 | hancestro | 0.413 | 0.816 | 0.011 |
| 140 | planp | 0.413 | 0.822 | 0.005 |
| 58 | fypo | 0.413 | 0.822 | 0.005 |
| 9 | bspo | 0.412 | 0.727 | 0.098 |
| 180 | zeco | 0.411 | 0.822 | 0.000 |
| 59 | gecko | 0.410 | 0.816 | 0.005 |
| 0 | ado | 0.408 | 0.816 | 0.000 |
| 179 | xpo | 0.403 | 0.800 | 0.005 |
| 7 | bco | 0.399 | 0.793 | 0.005 |
| 141 | po | 0.395 | 0.698 | 0.092 |
| 75 | ico | 0.394 | 0.749 | 0.038 |
| 117 | ohpi | 0.394 | 0.787 | 0.000 |
| 38 | duo | 0.390 | 0.764 | 0.016 |
| 162 | to | 0.388 | 0.771 | 0.005 |
| 149 | rbo | 0.388 | 0.771 | 0.005 |
| 101 | nbo | 0.387 | 0.653 | 0.120 |
| 146 | psdo | 0.382 | 0.764 | 0.000 |
| 47 | exo | 0.380 | 0.733 | 0.027 |
| 61 | geno | 0.371 | 0.727 | 0.016 |
| 70 | hsapdv | 0.369 | 0.711 | 0.027 |
| 76 | ido | 0.368 | 0.616 | 0.120 |
| 57 | fovt | 0.366 | 0.733 | 0.000 |
| 21 | clao | 0.363 | 0.727 | 0.000 |
| 145 | proco | 0.363 | 0.727 | 0.000 |
| 45 | epio | 0.363 | 0.727 | 0.000 |
| 127 | oostt | 0.357 | 0.704 | 0.011 |
| 103 | ncit | 0.356 | 0.593 | 0.120 |
| 136 | pdumdv | 0.355 | 0.711 | 0.000 |
| 39 | ecao | 0.355 | 0.711 | 0.000 |
| 43 | emapa | 0.354 | 0.704 | 0.005 |
| 158 | stato | 0.352 | 0.622 | 0.082 |
| 177 | xco | 0.349 | 0.682 | 0.016 |
| 116 | ohmi | 0.347 | 0.689 | 0.005 |
| 27 | cro | 0.344 | 0.689 | 0.000 |
| 10 | bto | 0.344 | 0.660 | 0.027 |
| 130 | ornaseq | 0.344 | 0.689 | 0.000 |
| 34 | disdriv | 0.344 | 0.689 | 0.000 |
| 92 | mmusdv | 0.344 | 0.689 | 0.000 |
| 118 | olatdv | 0.344 | 0.689 | 0.000 |
| 135 | pdro | 0.338 | 0.653 | 0.022 |
| 5 | apollo_sv | 0.337 | 0.587 | 0.087 |
| 168 | upheno | 0.336 | 0.638 | 0.033 |
| 60 | genepio | 0.336 | 0.638 | 0.033 |
| 167 | uo | 0.335 | 0.511 | 0.158 |
| 16 | chiro | 0.334 | 0.667 | 0.000 |
| 78 | kisao | 0.334 | 0.667 | 0.000 |
| 15 | cheminf | 0.334 | 0.667 | 0.000 |
| 4 | apo | 0.334 | 0.667 | 0.000 |
| 68 | hom | 0.334 | 0.667 | 0.000 |
| 19 | cio | 0.334 | 0.667 | 0.000 |
| 159 | swo | 0.333 | 0.660 | 0.005 |
| 3 | amphx | 0.330 | 0.660 | 0.000 |
| 176 | xao | 0.330 | 0.644 | 0.016 |
| 1 | agro | 0.330 | 0.660 | 0.000 |
| 154 | scdo | 0.329 | 0.653 | 0.005 |
| 161 | taxrank | 0.328 | 0.644 | 0.011 |
| 48 | fao | 0.328 | 0.644 | 0.011 |
| 79 | labo | 0.327 | 0.653 | 0.000 |
| 143 | ppo | 0.327 | 0.653 | 0.000 |
| 98 | mpio | 0.325 | 0.644 | 0.005 |
| 28 | cteno | 0.322 | 0.644 | 0.000 |
| 81 | ma | 0.322 | 0.644 | 0.000 |
| 156 | so | 0.321 | 0.467 | 0.174 |
| 71 | hso | 0.319 | 0.638 | 0.000 |
| 178 | xlmod | 0.319 | 0.638 | 0.000 |
| 31 | ddanat | 0.317 | 0.622 | 0.011 |
| 129 | opmi | 0.316 | 0.593 | 0.038 |
| 91 | mmo | 0.316 | 0.616 | 0.016 |
| 49 | fbbi | 0.316 | 0.631 | 0.000 |
| 182 | zfs | 0.314 | 0.622 | 0.005 |
| 12 | cdao | 0.314 | 0.622 | 0.005 |
| 30 | cvdo | 0.314 | 0.616 | 0.011 |
| 109 | obcs | 0.310 | 0.593 | 0.027 |
| 89 | miapa | 0.308 | 0.616 | 0.000 |
| 84 | mf | 0.308 | 0.578 | 0.038 |
| 55 | fobi | 0.308 | 0.616 | 0.000 |
| 82 | maxo | 0.307 | 0.593 | 0.022 |
| 62 | geo | 0.304 | 0.571 | 0.038 |
| 112 | ogg | 0.302 | 0.549 | 0.054 |
| 107 | oarcs | 0.300 | 0.600 | 0.000 |
| 97 | mpath | 0.300 | 0.556 | 0.043 |
| 106 | oae | 0.298 | 0.504 | 0.092 |
| 67 | hao | 0.296 | 0.593 | 0.000 |
| 142 | poro | 0.296 | 0.593 | 0.000 |
| 148 | pw | 0.290 | 0.564 | 0.016 |
| 83 | mco | 0.289 | 0.578 | 0.000 |
| 23 | clyh | 0.289 | 0.578 | 0.000 |
| 29 | cto | 0.288 | 0.571 | 0.005 |
| 165 | txpo | 0.288 | 0.571 | 0.005 |
| 54 | flopo | 0.285 | 0.571 | 0.000 |
| 119 | omit | 0.285 | 0.542 | 0.027 |
| 151 | rs | 0.284 | 0.564 | 0.005 |
| 115 | ohd | 0.282 | 0.564 | 0.000 |
| 147 | pso | 0.278 | 0.556 | 0.000 |
| 86 | mfoem | 0.277 | 0.549 | 0.005 |
| 65 | gsso | 0.275 | 0.527 | 0.022 |
| 24 | cmo | 0.272 | 0.489 | 0.054 |
| 153 | sbo | 0.269 | 0.533 | 0.005 |
| 137 | peco | 0.269 | 0.511 | 0.027 |
| 87 | mfomd | 0.267 | 0.511 | 0.022 |
| 88 | mi | 0.267 | 0.511 | 0.022 |
| 100 | ms | 0.266 | 0.520 | 0.011 |
| 171 | vt | 0.264 | 0.511 | 0.016 |
| 126 | ontoneo | 0.260 | 0.520 | 0.000 |
| 104 | ncro | 0.258 | 0.504 | 0.011 |
| 53 | fideo | 0.256 | 0.511 | 0.000 |
| 164 | tto | 0.256 | 0.511 | 0.000 |
| 124 | ons | 0.253 | 0.489 | 0.016 |
| 105 | nomen | 0.252 | 0.504 | 0.000 |
| 6 | aro | 0.245 | 0.467 | 0.022 |
| 121 | omp | 0.245 | 0.467 | 0.022 |
| 77 | ino | 0.241 | 0.460 | 0.022 |
| 18 | cido | 0.239 | 0.467 | 0.011 |
| 170 | vo | 0.238 | 0.393 | 0.082 |
| 155 | sepio | 0.236 | 0.467 | 0.005 |
| 85 | mfmo | 0.234 | 0.467 | 0.000 |
| 123 | one | 0.230 | 0.460 | 0.000 |
| 74 | iceo | 0.230 | 0.460 | 0.000 |
| 72 | htn | 0.230 | 0.460 | 0.000 |
| 93 | mod | 0.227 | 0.438 | 0.016 |
| 33 | dideo | 0.225 | 0.438 | 0.011 |
| 157 | spd | 0.219 | 0.438 | 0.000 |
| 22 | clo | 0.202 | 0.333 | 0.071 |
| 131 | ovae | 0.197 | 0.393 | 0.000 |
| 114 | ogsf | 0.197 | 0.393 | 0.000 |
| 90 | micro | 0.192 | 0.378 | 0.005 |
| 56 | foodon | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 184.0 | 0.370766 | 0.117226 | 0.0 | 0.2995 | 0.344 | 0.435 | 0.962 |
| score_dash | 184.0 | 0.688663 | 0.163887 | 0.0 | 0.5710 | 0.667 | 0.826 | 0.978 |
| score_impact | 184.0 | 0.052745 | 0.133506 | 0.0 | 0.0000 | 0.011 | 0.027 | 0.967 |